OpenClaw user reports significant improvements after switching to OpenAI OAuth with GPT-4

Switching to OpenAI OAuth with GPT-4 Resolved Persistent Issues

A developer who had been using OpenClaw since mid-February reported significant improvements after finally trying OpenAI's OAuth connection. After closing their OpenAI Plus account late last year due to frustration with poor performance and glitches in the ChatGPT app, they had been experimenting with cheaper models like Kimi k2.5 and Minimax2.7, but experienced mixed results with frequent configuration breaks.

After a particularly difficult day with Kimi, they opened an OpenAI Plus free trial and set up GPT-4 as their main brain model with adaptive think. The developer reported that their OpenClaw "became a wholly new & better machine instantly."

Specific Accomplishments After the Switch

In approximately 4-5 hours of work with the new setup, they completed:

• Cron system stabilization
• Scheduled job monitoring improvements
• Calendar sync fixes
• Media automation from Airtable with success emails
• Shopify product creation logic that correctly respects stock status
• Make API access setup for future reviews and audits
• PATH fixes applied to all cron scripts (something Kimi and Minimax were reportedly incapable of correcting)

They also made meaningful progress on email list CRM cleanup/sync rebuild, source table mapping, field mapping logic drafting, and safer fill-blanks-only rollout preparation.

Technical Details and Setup

The session involved "hundreds of thousands of tokens worth of context/work" in a large-context, tool-heavy OpenAI session. The developer noted that cron jobs now work again, heartbeat monitoring functions properly, Telegram chat remains consistent, and the gateway no longer freezes or quits out. They also observed that "the token load overall was massively reduced from the other models I've used."

For their setup, they now use Kimi k2.5 (via Ollama Cloud, free from NVIDIA) as their heartbeat model, which they consider "a big upgrade from haiku or gemini flash" even though it didn't work as a main brain. Their OpenClaw runs on a VM in a base model M2 Mac Mini used to control an event projector at work, with Tailscale setup and Chrome Desktop Remote for access when Telegram fails.

The developer estimates that $20/month for their use case would be a significant improvement after spending approximately $100 in February and March between Anthropic, Moonshot, and Minimax services.